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age
int64
30
65
gender
int64
0
1
height
int64
55
250
weight
int64
40
200
ap_hi
int64
80
240
ap_lo
int64
50
120
cholesterol
int64
1
3
gluc
int64
1
3
smoke
int64
0
1
alco
int64
0
1
active
int64
0
1
cardio
int64
0
1
40
1
158
60
130
90
1
1
1
1
1
0
40
0
160
55
130
90
1
1
0
0
1
0
40
0
158
45
120
80
1
1
0
0
1
0
40
0
157
56
115
70
1
1
0
0
1
0
40
0
157
83
160
100
1
1
0
0
0
1
40
0
173
72
130
90
1
1
0
0
1
0
40
0
170
66
130
80
1
1
0
0
1
0
40
0
185
74
120
80
1
1
0
0
0
0
40
0
168
77
110
80
1
1
0
0
1
0
40
0
160
58
110
80
3
3
0
0
1
0
40
0
165
63
110
70
1
1
0
0
1
0
40
0
157
61
100
70
1
1
0
0
0
1
40
1
172
77
160
110
2
2
1
0
1
1
40
1
170
73
120
90
1
1
1
1
1
1
40
0
180
102
110
90
1
1
0
0
1
0
40
0
164
97
120
80
1
1
0
0
1
0
40
1
177
72
120
80
1
1
0
0
1
0
40
0
170
69
110
80
1
1
0
0
0
0
40
0
160
54
120
70
1
1
0
0
1
1
40
0
170
95
110
70
1
1
0
0
0
0
40
0
154
68
110
70
1
1
0
0
1
0
40
0
158
50
90
60
1
1
0
0
1
0
40
0
166
66
140
90
1
1
0
0
1
1
40
0
156
52
120
80
1
1
0
0
1
0
40
0
140
60
110
70
1
1
0
0
1
0
40
0
156
57
110
70
1
1
0
0
0
0
40
0
160
57
109
64
1
1
0
0
1
0
40
0
155
58
110
60
1
1
0
0
1
0
40
0
159
55
100
60
1
1
0
0
0
0
40
0
173
73
160
100
1
1
0
0
0
1
40
1
180
74
140
89
1
1
0
0
0
1
40
0
167
65
140
80
1
1
0
0
1
1
40
0
162
88
120
80
1
1
0
0
1
0
40
0
153
64
110
80
1
1
0
0
1
0
40
1
172
94
110
60
1
1
0
0
1
0
40
0
165
77
120
80
1
1
0
0
1
0
40
0
166
66
120
80
1
1
0
0
1
0
40
1
172
55
120
80
1
1
0
0
0
0
40
0
169
71
110
80
1
1
0
0
0
0
40
0
157
58
110
70
1
1
0
0
1
0
40
0
150
55
110
70
1
1
0
0
1
0
40
1
172
81
140
90
1
1
1
0
1
1
40
1
170
86
130
85
1
1
0
0
1
1
40
1
165
55
120
80
1
1
0
0
1
0
40
0
161
82
110
70
1
1
0
0
1
0
40
0
178
55
100
70
1
1
0
0
1
0
40
1
163
69
140
90
1
1
0
0
1
1
40
0
159
93
110
80
1
1
0
0
1
0
40
1
171
61
110
80
1
1
1
0
1
0
40
1
170
74
130
70
2
1
0
1
1
0
40
1
165
74
110
70
1
1
0
0
1
0
40
1
170
74
110
60
1
1
0
0
1
0
40
1
172
69
110
60
1
1
0
0
1
0
40
0
159
93
140
90
1
1
0
0
1
1
40
0
162
60
130
90
3
3
0
0
0
1
40
1
182
90
120
80
1
1
0
0
1
0
40
1
168
73
120
80
1
1
1
0
0
0
40
1
167
69
120
80
1
1
1
1
1
0
40
0
159
67
110
80
2
1
0
0
1
1
40
1
174
72
108
80
1
1
1
0
1
0
40
1
170
70
140
90
2
1
0
0
1
1
40
0
152
57
120
85
1
1
0
0
1
0
40
0
165
74
120
80
1
1
1
0
1
0
40
1
182
80
120
70
1
1
0
0
1
0
40
1
170
67
110
70
2
1
0
0
1
0
40
0
163
60
110
70
1
1
0
0
1
0
40
0
160
70
110
60
1
1
0
1
0
0
40
0
160
55
100
60
1
1
0
0
0
0
40
1
172
55
90
59
1
1
0
0
1
0
40
0
155
119
150
100
1
1
0
0
1
1
40
0
152
69
140
90
1
1
0
0
1
0
40
1
180
80
120
80
1
1
0
0
1
0
40
0
165
60
120
80
2
1
0
0
1
0
40
1
167
64
110
80
2
1
1
1
1
0
40
1
172
92
120
70
1
1
0
0
1
0
40
0
172
82
140
90
1
1
0
0
1
1
40
1
166
68
130
90
1
1
0
0
1
0
40
1
169
68
170
80
1
1
1
1
1
0
40
0
165
74
120
80
1
1
0
0
0
0
40
1
174
65
120
80
1
1
1
1
1
1
40
0
159
63
120
80
1
1
0
0
1
0
40
0
162
71
120
70
1
1
0
0
0
0
40
0
167
80
110
70
1
1
0
0
1
0
40
0
151
61
110
70
2
2
0
0
1
0
40
0
158
58
110
70
1
1
0
0
1
0
40
0
164
81
100
70
1
1
0
0
1
0
40
0
165
77
130
60
1
1
0
0
0
0
40
0
156
89
140
90
2
1
0
0
1
1
40
0
158
78
140
90
1
1
0
0
0
1
40
0
157
107
130
90
2
1
0
0
1
1
40
0
153
90
110
90
1
1
0
0
1
0
40
1
176
76
120
80
1
1
0
0
1
0
40
1
170
69
110
80
1
1
0
0
1
1
40
1
180
60
100
80
1
1
0
0
1
0
40
0
160
75
110
70
1
1
0
0
0
1
40
0
160
78
130
80
1
1
0
0
1
0
40
0
153
86
110
80
1
1
0
0
0
0
40
0
151
40
110
80
1
1
0
0
1
0
40
1
177
80
110
70
1
1
1
0
1
0
40
0
163
93
100
70
1
1
0
0
1
0